OPTUX — agentic threat model

Not certain from the listing — likely utilizes commercial LLMs for generating UX copy and personalization variations. Threats include prompt injection leading to the generation of malicious scripts (XSS) or brand-damaging content directly injected into the DOM.

Not certain from the listing — ingests analytics data from GA4/Hotjar and design assets from Figma. Threats include data poisoning of analytics streams to manipulate personalization logic, or unauthorized exfiltration of sensitive customer interaction data.

Orchestrates visual edits and A/B test deployments. The primary threat is insecure tool integration, where prompt injection or malicious instructions could abuse the Cloudflare integration to modify live site traffic or inject unauthorized scripts.

Not certain from the listing — likely hosted as a SaaS platform interacting with Cloudflare Workers or browser-based scripts. Threats include the compromise of stored high-privilege Cloudflare API keys, which would grant attackers full control over the target website's edge network.

Not certain from the listing — requires real-time monitoring to detect if AI-generated UX changes break site functionality or introduce security vulnerabilities. A lack of automated guardrails could allow broken or malicious code to remain live indefinitely.

Bypassing CI/CD and developer review ('instant fixes without CI/CD or deploys') directly violates standard enterprise change management policies (e.g., SOC2, ISO 27001), creating severe compliance, auditability, and governance risks.

Not certain from the listing — interacts with external platforms (Figma, Cloudflare, GA4, Hotjar). Threats include API key compromise, session hijacking, or cascading failures if one of the integrated third-party services is compromised.